Borrowing it
Nothing to install: this file belongs to KevinYoung-Kw/robust-llm-wiki. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/KevinYoung-Kw/robust-llm-wiki/main/CLAUDE.mdgit clone --depth 1 https://github.com/KevinYoung-Kw/robust-llm-wikiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/kevinyoung-kw/robust-llm-wiki/claude-md)<a href="https://agentmods.dev/instructions/kevinyoung-kw/robust-llm-wiki/claude-md"><img src="https://agentmods.dev/badge/instructions/kevinyoung-kw/robust-llm-wiki/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/kevinyoung-kw/robust-llm-wiki/claude-md"><img src="https://agentmods.dev/badge/instructions/kevinyoung-kw/robust-llm-wiki/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00514 | $0.00514 |
| Opus 5 | $0.00257 | $0.00257 |
| Sonnet 5 | $0.00103 | $0.00103 |
| Haiku 4.5 | $0.00051 | $0.00051 |
Grade A, and why
robust-llm-wiki CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This repository is about Karpathy-style LLM-Wiki as an operating pattern, not just as a slogan.
If you only read one file, start here and then continue to:
schema/robust-llm-wiki-CLAUDE.mdschema/SPEC.md
The Original Karpathy Baseline, Made Explicit
Do not reduce the original pattern to a vague sentence like "preserve the kernel."
The concrete baseline is:
- There are three layers:
raw sources,wiki, andschema. raw sourcesare immutable. Read them, cite them, synthesize from them, but do not rewrite them.wikiis the maintained markdown knowledge base. The agent is expected to write and maintain this layer.schemais the contract that teaches the agent how to operate the wiki safely.
The original workflow is also concrete:
ingestreads a new source,- writes or updates a source summary page,
- updates related entity, concept, comparison, overview, or synthesis pages,
- updates
index.md, - appends an operation entry to
log.md.
The original query behavior is:
- search the wiki first,
- often read
index.mdfirst, - drill into relevant pages,
- synthesize an answer from maintained wiki pages,
- optionally file valuable answer artifacts back into the wiki.
The original lint behavior is:
- check contradictions across pages,
- look for stale claims superseded by newer sources,
- find orphan pages or weak cross-references,
- spot important concepts that should exist as pages but do not yet,
- propose concrete maintenance actions.
index.md and log.md are not decoration in this pattern.
index.mdis the content catalog and first navigation surface.log.mdis the append-only operational timeline.
If an agent ignores all of that and only remembers "wiki + links + ingest/query/lint", it has not actually understood the Karpathy baseline.
Repository-Specific Policy
After loading this file, follow the full operator policy in schema/robust-llm-wiki-CLAUDE.md.
That file defines:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 64 lines · 514 tokens per session scan A 7819bfae455a
robust-llm-wiki CLAUDE.md is an instructions file published in the GitHub repository KevinYoung-Kw/robust-llm-wiki (10 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 514 tokens to every session, about $0.0026 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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